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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2024.1378931</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Dinoflagellate cysts as proxies of environmental, ocean and climate changes in the Atlantic realm during the quaternary</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Marret</surname><given-names>Fabienne</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/121948"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Vernal</surname><given-names>Anne</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/125558"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Geography and Planning, School of Environmental Sciences, University of Liverpool</institution>, <addr-line>Liverpool</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff2"><sup>2</sup><institution>GEOTOP-UQAM</institution>, <addr-line>Montr&#xe9;al, QC</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Thiago Pereira Santos, Fluminense Federal University, Brazil</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Debra Willard, United States Department of the Interior, United States</p>
<p>Anil Gupta, Indian Institute of Technology Kharagpur, India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Fabienne Marret, <email xlink:href="mailto:f.marret@liverpool.ac.uk">f.marret@liverpool.ac.uk</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>06</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1378931</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Marret and de Vernal</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Marret and de Vernal</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Over the last four decades, organic-walled dinoflagellate cysts have shown high potential as tracers of past sea-surface conditions during the Quaternary. These microfossils relate to the pelagic productivity of both phototrophic and heterotrophic protist organisms and are recovered in high numbers in almost all marine environment settings from the nearshore and estuarine systems to the distal continental margin. In polar environments, where other conventional proxies are rare or absent, dinoflagellate cysts showed a relatively high diversity of species and a close relationship with sea-ice cover duration, winter and summer temperature, and salinity, enabling quantitative reconstructions of several oceanic variables over time. From the temperate to the tropical latitudes of the Atlantic Ocean, their modern distribution highlights a response to primary productivity and seasonal contrasts in surface temperature. They also have proven that they could be used as tracers of eutrophication in stratified systems and can also highlight human impact on their distribution. In this paper, we present an overview of dinoflagellate cysts as ecological tracers in recent and past sediments of the Atlantic Ocean, from the Arctic to the Antarctic. We provide examples of their use as proxies in paleoclimatic-palaeoceanographic studies at glacial to interglacial time scales, with emphasis on the last ice age to recent (last 25 kyr), the northern North Atlantic and western-eastern tropic North Atlantic. We also discuss their potential as tracers of anthropogenic stress in coastal environments.</p>
</abstract>
<kwd-group>
<kwd>sea-surface conditions</kwd>
<kwd>palaeoproductivity</kwd>
<kwd>biostratigraphy</kwd>
<kwd>palaeoecology</kwd>
<kwd>palaeoceanography</kwd>
</kwd-group>
<counts>
<fig-count count="13"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="148"/>
<page-count count="22"/>
<word-count count="7699"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Paleoecology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The phylum Dinoflagellata encompasses a large diversity of unicellular eukaryotic organisms, including phototrophic taxa, hence playing a major role in the biological pump (<xref ref-type="bibr" rid="B49">Falkowski, 2012</xref>). Dinoflagellates are currently found in all aquatic systems, mostly in marine waters, where at least 2377 species are known (<xref ref-type="bibr" rid="B53">G&#xf3;mez, 2012a</xref>). They occur from high latitudes to the tropics and can be found even in sea ice (e.g., <xref ref-type="bibr" rid="B98">Mudie, 1992</xref>; <xref ref-type="bibr" rid="B97">Montresor et&#xa0;al., 2003</xref>). Some of them are known to create Harmful Algal Blooms (HABs) (i.e., <italic>Alexandrium</italic>, <italic>Dinophysis</italic>, <italic>Karenia</italic> species, etc.).</p>
<p>Dinoflagellates have a complex feeding strategy. Among them, several species are phototrophic and account for an important part of the primary productivity of the ocean together with haptophytes and diatoms (e.g., <xref ref-type="bibr" rid="B119">Sigman and Hain, 2012</xref>). However, about 58% of extant taxa are heterotrophic, and several are described as mixotrophs, symbionts or parasites (<xref ref-type="bibr" rid="B54">G&#xf3;mez, 2012b</xref>). One of the striking features of this group is that about 20% of the species form cysts that protect hypnozygote during their life cycle and the cyst is made of highly resistant organic matter enabling preservation in the sediments (e.g., <xref ref-type="bibr" rid="B69">Head, 1996</xref>) (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). These cysts are recovered in palynological slides after chemical treatments involving hydrochloric and hydrofluoric acids, and they are commonly analysed by palynologists as other organic-resistant microfossils such as pollen and spores (<xref ref-type="bibr" rid="B124">Traverse, 1974</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Simplified schematic of dinoflagellate life cycle, modified after <xref ref-type="bibr" rid="B33">de Vernal et&#xa0;al. (2013c)</xref> and <xref ref-type="bibr" rid="B10">Bravo and Figueroa (2014)</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-12-1378931-g001.tif"/>
</fig>
<p>Close to a hundred organic-walled dinoflagellate cyst (also called dinocyst) taxa have been described from recent sediments (<xref ref-type="bibr" rid="B132">Van Nieuwenhove et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B83">Limoges et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B94">Mertens et&#xa0;al., 2020</xref>). In addition, 35 known extant marine taxa make a calcareous cyst that can also be found in marine sediments (<xref ref-type="bibr" rid="B145">Zonneveld et&#xa0;al., 2005</xref>).</p>
<p>Dinoflagellate cysts have been observed in sedimentary rocks dating since the Triassic and used with success as biostratigraphic markers in Mesozoic and Cenozoic sequences (e.g., <xref ref-type="bibr" rid="B50">Fensome et&#xa0;al., 1993</xref>). In the 1970s, their significance as a palaeoceanographical indicator emerged with the pioneering studies of <xref ref-type="bibr" rid="B140">Williams (1971)</xref>, <xref ref-type="bibr" rid="B17">Davey and Rogers (1975)</xref>, <xref ref-type="bibr" rid="B138">Wall et&#xa0;al. (1977)</xref> and <xref ref-type="bibr" rid="B141">Williams and Bujak (1977)</xref> dealing with deep-sea sediment of the Atlantic Ocean. Earlier on, the ground-breaking studies of <xref ref-type="bibr" rid="B9">Braarud (1945)</xref> and later on of <xref ref-type="bibr" rid="B104">Nordii (1951)</xref>, <xref ref-type="bibr" rid="B135">Wall (1965)</xref> and <xref ref-type="bibr" rid="B136">Wall and Dale (1966)</xref> elucidated the relationship between the motile form found in surface waters and the cyst, settled in the sediments, helping to understand the ecological affinities of these organisms. Since then, numerous studies focused both on culture and rDNA sequencing have further increased our knowledge of this relationship (e.g., <xref ref-type="bibr" rid="B139">Wang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B55">Gu et&#xa0;al., 2021</xref>, <xref ref-type="bibr" rid="B56">2022</xref>), clarifying taxonomical conundrums.</p>
<p>In the last thirty years, the use of dinoflagellate cyst assemblages in palaeoecology and palaeoclimatology increased considerably, notably with the development of approaches allowing quantitative estimates of past climate and ocean parameters. Here, we present the state of the knowledge concerning dinoflagellate cysts and their ecology, we provide some insight into the use of assemblages to document palaeoceanographical changes in the Atlantic Ocean during cold and warm episodes of the late Quaternary, and we briefly outline some environmental issues involving dinoflagellates and their cysts. Furthermore, this review integrates up-to-date considerations on the distribution of dinocysts both in time (biostratigraphy and ecostratigraphy) and space, from the high latitudes of the Northern Hemisphere to the Southern Ocean, following a major update of the taxonomy (<xref ref-type="bibr" rid="B133">Van Nieuwenhove et&#xa0;al., 2020b</xref>).</p>
</sec>
<sec id="s2">
<label>2</label>
<title>General characteristics of dinoflagellate cysts as a palaeoecological indicator from sediment studies</title>
<p>The life cycle of dinoflagellate is complex, with a hiatus between the thecal stage of living populations and the cyst stage, related to sexual reproduction, that fossilises in the sediment. Whereas thousands of living species are known, less than a hundred recent dinoflagellate cyst taxa were described. Hence, the cyst record only provides a fragmentary picture of the original populations. Furthermore, the morphology of the cyst is distinct from that of the theca, which makes cyst identification one of the most challenging aspects of the analysis. This is particularly critical for some taxa that exhibit a large range of morphological variability. The <italic>Spiniferites</italic> species are a typical example with shapes showing large variations (e.g., <xref ref-type="bibr" rid="B24">de Vernal et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B101">Mudie et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B55">Gu et&#xa0;al., 2021</xref>). The cyst morphology is the basis for the identification. The shape and the tabulation of the cyst body, the shape and position of the archeopyle, the ornamentation, processes density, shape and position, the wall structure, and sometimes the colour of the wall are all typical characteristics used to identify species. Several comprehensive atlases have been produced over the last decades, illustrating most of the modern dinoflagellate cyst species (e.g., <xref ref-type="bibr" rid="B116">Rochon et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B144">Zonneveld et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B146">Zonneveld and Pospelova, 2015</xref>; <xref ref-type="bibr" rid="B99">Mudie et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B82">Limoges et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B83">2020</xref>; <xref ref-type="bibr" rid="B94">Mertens et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B132">Van Nieuwenhove et&#xa0;al., 2020a</xref>).</p>
<p>Another layer of complexity in the study of fossil dinoflagellate cysts is related to the dual terminology used to identify dinoflagellates and their cysts that are observed in distinct types of samples (it follows the <italic>International Code for the Nomenclature of Algae, Fungi and Plants</italic> (the Shenzhen Code, <xref ref-type="bibr" rid="B125">Turland et&#xa0;al., 2018</xref>). On the one hand, we have biological names for the thecate stage, and on the other hand, we have micropalaeontological names for the cyst stage yielding fossils (see <xref ref-type="bibr" rid="B69">Head, 1996</xref>; <xref ref-type="bibr" rid="B40">Ellegaard et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B71">Head et&#xa0;al., 2024</xref>). Although it has not been officially agreed, in general, studies dealing with cysts use the micropalaeontological name, unless the cyst was originally described from specimens of known biological affinity (see <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>List of organic-walled dinoflagellate cyst species found worldwide, with motile stage and trophic status (T is for Trophic habit, with P including phototrophs and autotrophs, H for heterotrophs and M for mixotrophs.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">T</th>
<th valign="top" align="left">Cyst name (with code)</th>
<th valign="top" align="left">Thecate equivalent</th>
<th valign="top" align="center">Arc</th>
<th valign="top" align="center">SubA</th>
<th valign="top" align="center">TempNA</th>
<th valign="top" align="center">Intertrop</th>
<th valign="top" align="center">TempSA</th>
<th valign="top" align="center">AAO</th>
<th valign="top" align="center">PacO</th>
<th valign="top" align="center">IndO</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Achomosphaera andalousiense</italic> (Aand)</td>
<td valign="top" align="left"><italic>Gonyaulax</italic> sp.</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Ataxiodinium choane</italic> (Atax)</td>
<td valign="top" align="left"><italic>Gonyaulax spinifera</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Bitectatodinium spongium</italic> (Bspo)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Bitectatodinium tepikiense</italic> (Btep)</td>
<td valign="top" align="left"><italic>Gonyaulax digitale</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Dalella chathamense</italic> (Dcha)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P+</td>
<td valign="top" align="left">Cyst of <italic>Gymnodinium</italic> spp. (Gymn)</td>
<td valign="top" align="left"><bold><italic>Gymnodinium</italic> spp.</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium aculeatum</italic> (Iacu)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium japonicum</italic> (Ijap)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium pallidum</italic> (Ipal)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium paradoxum</italic> (Ipar)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium patulum</italic> (Ipat)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium plicatum</italic> (Ipli)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium sphaericum</italic> (Isph)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium strialatum</italic> (Istr)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium variaseptum</italic> (Ivar)</td>
<td valign="top" align="left"><italic>Gonyaulax bohaiensis</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Impagidinium velorum</italic> (Ivel)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Nematosphaeropsis labyrinthus</italic> (Nlab)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Nematosphaeropsis rigida</italic> (Nrig)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Operculodinium aguinawense</italic> (Oagu)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Operculodinium centrocarpum</italic> sensu <xref ref-type="bibr" rid="B136">Wall and Dale, 1966</xref> (Ocen)</td>
<td valign="top" align="left"><bold><italic>Protoceratium reticulatum</italic>
</bold>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Operculodinium giganteum</italic> (Ogig)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Operculodinium israelianum</italic> (Oisr)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Operculodinium janduchenei</italic> (Ojan)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Operculodinium longispinigerum</italic> (Olon)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left">Cyst of <italic>Pentapharsodinium dalei</italic> (Pdal)</td>
<td valign="top" align="left"><italic>Pentapharsodinium dalei</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left">Cyst of <italic>Polarella glacialis</italic> (Pgla)</td>
<td valign="top" align="left"><italic>Polarella glacialis</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Polysphaeridium zoharyi</italic> (Pzoh)</td>
<td valign="top" align="left"><bold><italic>Pyrodinium bahamense</italic>
</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Pyxidinopsis reticulata</italic> (Pret)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Pyxidinopsis psilata</italic> (Ppsi)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites belerius</italic> (Sbel)</td>
<td valign="top" align="left"><italic>Gonyaulax scrippsae</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites bentorii</italic> (Sben)</td>
<td valign="top" align="left"><italic>Gonyaulax nezaniae</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites bulloideus</italic> (Sbul)</td>
<td valign="top" align="left"><italic>Gonyaulax</italic> sp.</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites delicatus</italic> (Sdel)</td>
<td valign="top" align="left"><italic>Gonyaulax</italic> sp.</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites elongatus</italic> (including <italic>Spiniferites frigidus</italic> and <italic>Rottnestia amphicavata</italic>) (Selo)</td>
<td valign="top" align="left"><italic>Gonyaulax ovum</italic> comb. nov.</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites lazus</italic> (Slaz)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites membranaceus</italic> (Smem)</td>
<td valign="top" align="left"><italic>Gonyaulax lewisiae</italic> sp. nov.</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites mirabilis</italic> (includes <italic>S. hyperacanthus)</italic> (Smir)</td>
<td valign="top" align="left"><italic>Gonyaulax spinifera</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites pachydermus</italic> (Spac)</td>
<td valign="top" align="left"><italic>Gonyaulax ellegaardiae</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites ramosus</italic> (Sram)</td>
<td valign="top" align="left"><italic>Gonyaulax spinifera</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites</italic> sp. granular type (Sgra)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Spiniferites</italic> spp. (Sspp)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Tectatodinium pellitum</italic> (Tpel)</td>
<td valign="top" align="left"><italic>Gonyaulax spinifera</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left"><italic>Tuberculodinium vancampoae</italic> (Tvan)</td>
<td valign="top" align="left"><italic>Pyrophacus steinii</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">M</td>
<td valign="top" align="left"><italic>Lingulodinium machaerophorum</italic> (Lmac)</td>
<td valign="top" align="left"><bold><italic>Lingulodinium polyedra</italic>
</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Brigantedinium</italic> spp. (Bspp)</td>
<td valign="top" align="left"><italic>Protoperidinium</italic> spp.</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Cryodinium meridianum</italic> (Cmer)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Cyst of <italic>Polykrikos</italic> sp. arctic morphotype (Parc)</td>
<td valign="top" align="left"><italic>Polykrikos</italic> sp.</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Dubridinium</italic> spp. (Dubr)</td>
<td valign="top" align="left"><italic>Preperidinium</italic> sp.</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Echinidinium aculeatum</italic> (Eacu)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Echinidinium bispiniformum</italic> (Ebis)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Echinidinium delicatum</italic> (Edel)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Echinidinium granulatum</italic> (Egra)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Echinidinium karaense</italic> (Ekar)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Echinidinium</italic> spp. (Espp)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Echinidinium transparantum</italic> (Etra)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Islandinium brevispinosum</italic> (Ibre)</td>
<td valign="top" align="left"><italic>Protoperidinium haizhouense</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Islandinium cezare</italic> (Imic)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#595959"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Islandinium minutum</italic> (Imin)</td>
<td valign="top" align="left"><italic>Islandinium minutum</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Lejeunecysta</italic> spp. (Lspp)</td>
<td valign="top" align="left"><italic>Protoperidinium</italic> spp.</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Nucicla umbiliphora</italic> (Numb)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Peridinoids (Peri)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Peridinium ponticum</italic> (Ppon)</td>
<td valign="top" align="left"><italic>Protoperidinium</italic> spp.</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#595959"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Cyst of <italic>Polykrikos kofoidii</italic> (Pkof)</td>
<td valign="top" align="left"><italic>Polykrikos kofoidii</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Cyst of <italic>Polykrikos schwartzii</italic> (Psch)</td>
<td valign="top" align="left"><italic>Polykrikos schwartzii</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Cyst of <italic>Protoperidinium americanum</italic> (Pame)</td>
<td valign="top" align="left"><italic>Protoperidinium americanum</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Cyst of <italic>Protoperidium minutum</italic> (Pmin)</td>
<td valign="top" align="left"><italic>Protoperidinium minutum</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Cyst of <italic>Protoperidinium monospinum</italic> (Pmon)</td>
<td valign="top" align="left"><italic>Protoperidinium monospinum</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Cyst of <italic>Protoperidinium nudum</italic> (Pnud)</td>
<td valign="top" align="left"><italic>Protoperidinium nudum</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left">Cyst of <italic>Protoperidinium stellatum</italic> (Pstel)</td>
<td valign="top" align="left"><italic>Protoperidinium stellatum</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Quinquecuspis concreta</italic> (Qcon)</td>
<td valign="top" align="left"><italic>Protoperidinium leonis</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Selenopemphix antarctica</italic> (Sant)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Selenopemphix nephroides</italic> (Snep)</td>
<td valign="top" align="left"><italic>Protoperidinium subinerme</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Selenopemphix quanta</italic> (Squa)</td>
<td valign="top" align="left"><italic>Protoperidinium conicum</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#595959"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Stelladinium bifurcatum</italic> (Sbif)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Stelladinium reidii</italic> (Srei)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Stelladinium robustum</italic> (Srob)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Trinovantedinium applanatum</italic> (Tapp)</td>
<td valign="top" align="left"><italic>Protoperidinium shanghaiense</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Trinovantedinium pallidifulvum</italic> (Tpal)</td>
<td valign="top" align="left"><italic>Protoperidinium louisianensis</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Trinovantedinium variabile</italic> (Tvar)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Votadinium calvum</italic> (Vcal)</td>
<td valign="top" align="left"><italic>Protoperidinium oblongum</italic>
</td>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Votadinium spinosum</italic> (Vspi)</td>
<td valign="top" align="left"><italic>Protoperidinium claudicans</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="left"><italic>Xandarodinium xanthum</italic> (Xxan)</td>
<td valign="top" align="left"><italic>Protoperidinium divaricatum</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">?</td>
<td valign="top" align="left"><italic>Melitasphaeridium choanophorum</italic> (Mcho)</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#bfbfbf"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>P+ includes species known to be phagotrophic) (data compiled from <xref ref-type="bibr" rid="B86">Marret et&#xa0;al. (2020)</xref> and other studies cited in <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>). Thecate species in bold are known for producing toxins. Shaded grey indicates where the species has been identified in the Arctic (I), Subarctic (II), Temperate North Atlantic Ocean (III), Intertropical Atlantic Ocean (IV), Temperate South Atlantic Ocean (V), Antarctic Atlantic Ocean (VI), Pacific Ocean (VII), Indian Ocean (VIII)- Cells with dark shade indicate the possible identification of the species but not confirmed.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The wall of organic-walled dinoflagellate cysts is made of a strong molecules, often called dinosporin although recent studies have shown complex compositions depending upon the taxa. Studies based on micro-Fourier-transformed infrared spectroscopy have highlighted distinct compositions whether the taxon is phototrophic (cellulose-like glucan) or heterotrophic (nitrogen-rich glucan) (e.g., <xref ref-type="bibr" rid="B5">Bogus et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B59">Gurdebeke et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B60">2020</xref>; <xref ref-type="bibr" rid="B95">Meyvisch et&#xa0;al., 2022</xref>, <xref ref-type="bibr" rid="B96">2023</xref>). Some studies on the preservation aspect of organic matter in oxic and anoxic environments have tentatively established a classification of taxa according to a sensitivity gradient, with most phototrophic species being relatively resistant whereas heterotrophic species would be more prone to early diagenetic processes (e.g., <xref ref-type="bibr" rid="B147">Zonneveld et&#xa0;al., 2008</xref>, <xref ref-type="bibr" rid="B143">2019</xref>; <xref ref-type="bibr" rid="B134">Versteegh and Zonneveld, 2022</xref>).</p>
<p>The complexity of the life cycle of dinoflagellates and the fact that the production of cysts is still not fully understood, as most of the observations are based on controlled conditions in laboratories (e.g., <xref ref-type="bibr" rid="B10">Bravo and Figueroa, 2014</xref>), has long been a limitation in palaeoecology. Consequently, the establishment of dinoflagellate cysts as a palaeoecological indicator slowly evolved, and from studies on the distribution of these microfossils in recent sediments (e.g., <xref ref-type="bibr" rid="B138">Wall et&#xa0;al., 1977</xref>; <xref ref-type="bibr" rid="B141">Williams and Bujak, 1977</xref>; <xref ref-type="bibr" rid="B65">Harland, 1983</xref>; <xref ref-type="bibr" rid="B127">Turon, 1984</xref>; <xref ref-type="bibr" rid="B116">Rochon et&#xa0;al., 1999</xref>). Mapping their occurrence in the oceans and relating their relative abundance with surface conditions was the stepping-stone to enable this microfossil group to become a valuable tracer of sea-surface conditions (e.g., <xref ref-type="bibr" rid="B116">Rochon et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B25">de Vernal et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B90">Marret and Zonneveld, 2003</xref>; <xref ref-type="bibr" rid="B144">Zonneveld et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al., 2020</xref>).</p>
<p>Overall, the increasing number of studies investigating the distribution of dinoflagellate cyst species in recent sediments (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>) has greatly contributed to refining our knowledge of their ecological affinity, sometimes shifting paradigms for some species. In parallel, progress in culture techniques and genetic studies has enabled to clarification of the idea that some thecate species may &#x201c;create&#x201d; different cyst species likely related to environmental conditions (the <italic>Spinifera</italic> complex, e.g., <xref ref-type="bibr" rid="B40">Ellegaard et&#xa0;al., 2018</xref>). Although there are taxonomical uncertainties and despite the hiatus between living and fossil populations, dinoflagellate cysts are now considered very useful palaeoceanographical tracers in marine environments of continental margins.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Global distribution of organic-walled dinoflagellate cyst assemblages in surface sediments, based on a compilation from <xref ref-type="bibr" rid="B86">Marret et&#xa0;al. (2020)</xref> with additional studies published post 2020 (see <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref> for references).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-12-1378931-g002.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Location of datasets used in <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref> here with references.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Datasets</th>
<th valign="top" align="left">References</th>
<th valign="top" align="left">Number of sites</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">DB=1968</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al. (2020)</xref>
</td>
<td valign="top" align="center">1968</td>
</tr>
<tr>
<td valign="top" align="left">Equatorial Database</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B86">Marret et&#xa0;al. (2020)</xref>
</td>
<td valign="top" align="center">202</td>
</tr>
<tr>
<td valign="top" align="left">Southern Hemisphere Database</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B86">Marret et&#xa0;al. (2020)</xref>
</td>
<td valign="top" align="center">310</td>
</tr>
<tr>
<td valign="top" align="left">Other sites in <xref ref-type="bibr" rid="B86">Marret et&#xa0;al. (2020)</xref>
</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B86">Marret et&#xa0;al. (2020)</xref>
</td>
<td valign="top" align="center">1216</td>
</tr>
<tr>
<td valign="top" align="left">Chukchi Sea &#x2013; Eastern region</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B77">Kim et&#xa0;al. (2023)</xref>
</td>
<td valign="top" align="center">32</td>
</tr>
<tr>
<td valign="top" align="left">Chukchi Sea &#x2013; Western region</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B105">Obrezkova et&#xa0;al. (2023)</xref>
</td>
<td valign="top" align="center">22</td>
</tr>
<tr>
<td valign="top" align="left">Svalbard fjords</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B121">Telesi&#x144;ski et&#xa0;al. (2023)</xref>
</td>
<td valign="top" align="center">25</td>
</tr>
<tr>
<td valign="top" align="left">Southern Brittany, Atlantic Ocean</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B79">Lambert et&#xa0;al. (2022)</xref>
</td>
<td valign="top" align="center">15</td>
</tr>
<tr>
<td valign="top" align="left">Ria de Vigo, Atlantic Ocean</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B52">Garc&#xed;a-Moreiras et&#xa0;al. (2023)</xref>
</td>
<td valign="top" align="center">82</td>
</tr>
<tr>
<td valign="top" align="left">Patagonia, Chile</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B118">Salgado et&#xa0;al. (2023)</xref>
</td>
<td valign="top" align="center">31</td>
</tr>
<tr>
<td valign="top" align="left">Mediterranean Sea</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B13">Coussin et&#xa0;al. (2022)</xref>
</td>
<td valign="top" align="center">24</td>
</tr>
<tr>
<td valign="top" align="left">Caspian and Black Seas</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B117">Sala-P&#xe9;rez et&#xa0;al. (2020)</xref>
</td>
<td valign="top" align="center">36</td>
</tr>
<tr>
<td valign="top" align="left">Black and Marmara Seas</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B102">Mudie et&#xa0;al. (2021)</xref>
</td>
<td valign="top" align="center">43</td>
</tr>
<tr>
<td valign="top" align="left">Southern Caribbean</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B113">Ram&#xed;rez-Valencia et&#xa0;al. (2021)</xref>
</td>
<td valign="top" align="center">24</td>
</tr>
<tr>
<td valign="top" align="left">Eastern Tropical Pacific Ocean</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B113">Ram&#xed;rez-Valencia et&#xa0;al. (2021)</xref>
</td>
<td valign="top" align="center">28</td>
</tr>
<tr>
<td valign="top" align="left">South China Sea</td>
<td valign="top" align="left">Li et&#xa0;al (<xref ref-type="bibr" rid="B80">Li et&#xa0;al., 2020</xref>, <xref ref-type="bibr" rid="B81">2023</xref>)</td>
<td valign="top" align="center">82</td>
</tr>
<tr>
<td valign="top" align="left">Southern Ocean</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B123">Th&#xf6;le et&#xa0;al. (2023)</xref>
</td>
<td valign="top" align="center">60</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Datasets with asterisk were published post <xref ref-type="bibr" rid="B86">Marret et&#xa0;al. (2020)</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3">
<label>3</label>
<title>Modern distribution of dinoflagellate cysts</title>
<p>Until the 1970s, most studies dealing with fossil dinoflagellate cysts, then designated as hystrichospheres, were undertaken by sedimentary geologists to document the Mesozoic-Cenozoic biostratigraphy. The demonstration of the relationships between dinoflagellates and their cysts based on detailed morphological observations of fossils (<xref ref-type="bibr" rid="B43">Evitt, 1963</xref>), observation of hystrichospheres in the plankton (<xref ref-type="bibr" rid="B135">Wall, 1965</xref>) and culture experiments (<xref ref-type="bibr" rid="B136">Wall and Dale, 1966</xref>, <xref ref-type="bibr" rid="B137">1968</xref>) were an important step toward the use of dinoflagellate cysts in palaeoecology. Based on dinoflagellate cyst taxa counts in 35 surface sediment samples from the North Atlantic Ocean, <xref ref-type="bibr" rid="B140">Williams (1971)</xref> demonstrated a distribution related to environmental gradients, from nearshore to offshore settings and with latitudes. Later, <xref ref-type="bibr" rid="B138">Wall et&#xa0;al. (1977)</xref> made a comprehensive analysis of the distribution of dinoflagellate cysts in sediments collected at 168 sites from tropical to temperate latitudes of the Atlantic Ocean showing further distinct associations related to the latitudinal gradients, in addition to assemblages having affinities for either estuarine, neritic or oceanic environments. Hence, they proposed an ecological classification of taxa in categories and associations, which could be used as a conceptual model for the understanding of taxa distribution (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Schematic distribution of some taxa according to general ecosystems and stress vectors determined by estuarine-neritic to offshore gradients (salinity, turbulence, water depths, nutrients) and tropical to polar latitudes (temperature, seasonal contrasts). The sketch with the categories of dinocyst taxa having affinities for neritic, estuarine and offshore settings in tropical to cool temperate environment was inspired by <xref ref-type="bibr" rid="B138">Wall et&#xa0;al. (1977)</xref>. Only a few taxa are indicated in the figure, most being categorized by <xref ref-type="bibr" rid="B138">Wall et&#xa0;al. (1977)</xref>. The cosmopolitan taxa <italic>Brigantedinium</italic> spp., <italic>Operculodinium centrocarpum</italic> and <italic>Nematosphaeropsis labyrinthus</italic> are not shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-12-1378931-g003.tif"/>
</fig>
<p>Since the early works of <xref ref-type="bibr" rid="B140">Williams (1971)</xref> and <xref ref-type="bibr" rid="B138">Wall et&#xa0;al. (1977)</xref>, regional studies permitted to develop distribution maps of dinoflagellate cysts in sediments of the North Atlantic and adjacent seas (e.g., <xref ref-type="bibr" rid="B65">Harland, 1983</xref>; <xref ref-type="bibr" rid="B127">Turon, 1984</xref>; <xref ref-type="bibr" rid="B34">de Vernal et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B116">Rochon et&#xa0;al., 1999</xref>), the Northern Hemisphere Oceans (<xref ref-type="bibr" rid="B112">Radi and de Vernal, 2008</xref>; <xref ref-type="bibr" rid="B27">de Vernal et&#xa0;al., 2013a</xref>, <xref ref-type="bibr" rid="B31">2020</xref>) and at World Ocean scale (<xref ref-type="bibr" rid="B90">Marret and Zonneveld, 2003</xref>; <xref ref-type="bibr" rid="B144">Zonneveld et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B86">Marret et&#xa0;al., 2020</xref>; see <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). Hence, much progress in the knowledge of the distribution of dinoflagellate cysts in surface sediments has been made in the last decades, strengthening the early observation and inferences by <xref ref-type="bibr" rid="B138">Wall et&#xa0;al. (1977)</xref>.</p>
<p>Dinoflagellate cysts recovered in sediment are related to pelagic productivity but the taphonomic processes between the dinoflagellate population in upper water mass and their cysts in the thanatocoenoses have been a matter of debate. Comparison of dinoflagellate in plankton tows (theca) and sediment traps or sediments at the sea floor (cysts) have shown a general agreement in the taxonomic content allowing inferences about dinoflagellate populations in surface water and cyst assemblages in the sediment (e.g., <xref ref-type="bibr" rid="B36">Dodge and Harland, 1991</xref>; <xref ref-type="bibr" rid="B35">Dodge, 1994</xref>; <xref ref-type="bibr" rid="B73">Heikkil&#xe4; et&#xa0;al., 2016</xref>) although only a small proportion of dinoflagellate taxa produces fossilisable cysts (e.g., <xref ref-type="bibr" rid="B69">Head, 1996</xref>). While a large part of the cyst fluxes is likely to derive from the upper water masses through settling with marine snow and faecal pellets (<xref ref-type="bibr" rid="B126">Turner, 2015</xref>), hydrodynamical factors can be involved in the sedimentation of the cysts (<xref ref-type="bibr" rid="B138">Wall et&#xa0;al., 1977</xref>; <xref ref-type="bibr" rid="B103">Nooteboom et&#xa0;al., 2020</xref>). Hence, lateral transport of dinoflagellate cysts before burial as any other small-size particles cannot be ruled out. Nevertheless, the sharp boundaries in the cyst distribution on the sea floor suggest a limited impact of distal transport on the assemblages (e.g., <xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al., 2020</xref>), as also shown at the zonal scale through modelling experiment (<xref ref-type="bibr" rid="B123">Th&#xf6;le et&#xa0;al., 2023</xref>). The analyses of other microfossils recovered in palynological slides such as pollen and spores that are necessarily allochthonous provide clues about potential nearshore-offshore transport, which appears very limited beyond the estuarine and inner neritic zone (e.g., <xref ref-type="bibr" rid="B22">de Vernal and Giroux, 1991</xref>; <xref ref-type="bibr" rid="B115">Rochon and de Vernal, 1994</xref>). Among taphonomical processes, selective preservation could be considered. It has been shown that the organic-walled cysts of some taxa, notably those belonging to protoperidinales, could be affected by oxidation (<xref ref-type="bibr" rid="B147">Zonneveld et&#xa0;al., 2008</xref>, <xref ref-type="bibr" rid="B143">2019</xref>). Nevertheless, despite possible biases due to differential preservation, the analysis of cyst distribution in recent sediments highlights close relationships with sea-surface conditions (e.g., <xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al., 2020</xref>). Abundant protoperidiniale cysts recovered in the sediment may also suggest a limited impact of oxidation, at least along continental margins where productivity is high and sedimentary inputs result in rapid burial.</p>
<p>In general, the concentrations of organic-walled dinoflagellate cysts are high in neritic marine environments and decrease offshore, showing very little fluxes in the distal deep ocean settings (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4A</bold></xref>). Such a feature may be due to generally low dinoflagellate productivity in central parts of the ocean, but also to poor preservation or both. Hence, dinoflagellate cysts appear particularly useful for the study of continental margin areas, where their species diversity and abundance are high (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4B</bold></xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p><bold>(A)</bold> Distribution map of cyst concentration (in specimen/g and specimen/cm<sup>3</sup>) in surface samples, in the North Atlantic Ocean; <bold>(B)</bold> Number of species per assemblage in surface samples, in the North Atlantic Ocean. Dinoflagellate cyst data are from the database DB=1968 (<xref ref-type="bibr" rid="B31">de&#xa0;Vernal&#xa0;et&#xa0;al., 2020</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-12-1378931-g004.tif"/>
</fig>
<p>The modern distribution of dinoflagellate cysts around the world documents the geographical range and ecological affinities of the species. Many taxa can be considered cosmopolitan, meaning they occur in most of the oceans and seas, while others have a more restricted spatial distribution (e.g., <xref ref-type="bibr" rid="B86">Marret et&#xa0;al., 2020</xref>). <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> highlights that most taxa are found in the three oceans, but their relative abundance can vary in importance. Among the 83 taxa that we discuss here, very few are strictly endemic, and these are mostly found in the Southern Ocean, close to the Antarctic continent (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>). Although <xref ref-type="bibr" rid="B93">McMinn (1995)</xref> initially reported the absence of Quaternary dinoflagellate cysts south of 60&#xb0;S, subsequent studies highlighted a relatively the occurrence of up to 15 taxa, including the new species <italic>Cryodinium meridianum</italic>, <italic>Nucicla umbiliphora</italic>, and <italic>Selenopemphix antarctica</italic> (<xref ref-type="bibr" rid="B87">Marret and de Vernal, 1997</xref>; <xref ref-type="bibr" rid="B41">Esper and Zonneveld, 2002</xref>; <xref ref-type="bibr" rid="B68">Hartman et&#xa0;al., 2019</xref>). Another spot of endemism well documented is the Black Sea-Caspian Sea region, with some species being a legacy from the Paratethyan Sea (e.g., <xref ref-type="bibr" rid="B101">Mudie et&#xa0;al., 2018</xref>). It can be noted that recent human activities have enabled the spread of some endemic species. One example is that of <italic>Peridinium ponticum</italic>, an endemic species from the Ponto-Caspian region abundant in the northwestern part of the Black Sea (<xref ref-type="bibr" rid="B99">Mudie et&#xa0;al., 2017</xref>), but recently reported to occur in the Ria de Vigo (Atlantic margin of NW Iberia; <xref ref-type="bibr" rid="B52">Garc&#xed;a-Moreiras et&#xa0;al., 2023</xref>) and off Brittany (<xref ref-type="bibr" rid="B99">Mudie et&#xa0;al., 2017</xref>). In these cases, ballast waters, which are rich in micro-organisms that can relocate and thrive in different geographical regions (e.g., <xref ref-type="bibr" rid="B12">Cheniti et&#xa0;al., 2018</xref>), may have constituted an efficient mechanism for cyst dispersal.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Endemism in dinoflagellate cyst population. Photos from <italic>Spiniferites cruciformis</italic> and <italic>Pyxidinopsis psilata</italic> are from the Holocene of the Black Sea (core MAR02&#x2013;45P, <xref ref-type="bibr" rid="B89">Marret et&#xa0;al., 2009</xref>; photos are from courtesy of Fabienne Marret). Photos of <italic>Selenopemphix antarctica</italic> are from the Holocene off Ad&#xe9;lie Land (core MD03&#x2013;2601, photos are from courtesy of Fabienne Marret). Photos of <italic>Melitasphaeridium choanophorum</italic> are from the Cariaco Basin, ODP Site 1002, core section 1H 5W 11&#x2013;13, courtesy of Kenneth Mertens). Photos of <italic>Cryodinium meridianum</italic> and <italic>Nucicla umbiliphora</italic> from recent sediments off Antarctica are courtesy of Julian Hartman and Francesca Sangiorgi (<xref ref-type="bibr" rid="B67">Hartman et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B68">2019</xref>). Scale bar is 10&#xb5;m.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-12-1378931-g005.tif"/>
</fig>
</sec>
<sec id="s4">
<label>4</label>
<title>From biostratigraphy to quantitative palaeoceanography in the Northern Hemisphere</title>
<sec id="s4_1">
<label>4.1</label>
<title>Biostratigraphy, ecostratigraphy and climate changes</title>
<p>At the scale of the Mesozoic and Cenozoic, dinoflagellate cysts were used as biostratigraphy markers, and their distribution revealed maximum taxonomic diversity during the Cretaceous and Palaeogene (<xref ref-type="bibr" rid="B50">Fensome et&#xa0;al., 1993</xref>, <xref ref-type="bibr" rid="B51">2019</xref>; <xref ref-type="bibr" rid="B114">Riding et&#xa0;al., 2022</xref>). Hence, dinoflagellates, or at least the taxa yielding organic-walled cysts, show affinities with warm oceans. During the Neogene, since about 23 Ma, a decreasing diversity of species appears to be a common feature in many time series (e.g., <xref ref-type="bibr" rid="B142">Wrenn and Kokinos, 1986</xref>; <xref ref-type="bibr" rid="B72">Head and Wrenn, 1992</xref>). It seems to have been accompanied by a decrease in the proportion of warm water relative to cold water taxa and was thus associated with a global cooling trend (<xref ref-type="bibr" rid="B8">Boyd et&#xa0;al., 2018</xref>). From the early Pliocene to the Quaternary (5.33&#x2013;2.58 Ma), which is an interval marked by the development of ice sheets in the Northern Hemisphere, the decrease in species diversity of dinoflagellate cysts continued with many disappearances and rare new occurrences of new taxa. This has been documented from several drilling sites in the northern North Atlantic (e.g., <xref ref-type="bibr" rid="B19">De Schepper and Head, 2008</xref>, <xref ref-type="bibr" rid="B20">2009</xref>; <xref ref-type="bibr" rid="B18">De Schepper et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B4">Aubry et&#xa0;al., 2020</xref>), where assemblage changes could result from ocean re-organisation linked to global cooling, sea-level variations and Arctic gateway configuration changes at the onset of glaciations (e.g., <xref ref-type="bibr" rid="B21">De Schepper et&#xa0;al., 2015</xref>). A relationship between dinocyst biodiversity and global climate thus emerges from biostratigraphical schemes of the Cenozoic (<xref ref-type="bibr" rid="B21">De Schepper et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Boyd et&#xa0;al., 2018</xref>). However, the timing of the biostratigraphic events and their distribution in space is not documented well enough to elucidate the mechanisms. In addition to the large-scale climate changes involving temperature shifts, the sea-level variations and the rapid modification of the physiography and coastlines during the glaciations and the transitions from glacial to interglacial stages might have represented major stresses for cyst-forming dinoflagellates. In particular, the emergence of shelves and ice advances over the continental margins might have been critical for the taxa with a life cycle involving a benthic stage before germination, and cell migration to the upper water column.</p>
<p>The few biostratigraphic schemes available for the Quaternary period suggest little turnover of dinoflagellate cyst taxa. However, the last occurrences of a few taxa including <italic>Habibacysta tectata</italic> and <italic>Filisphaera filifera</italic>, which progressively disappeared from the Arctic Ocean and the northern North Atlantic over the last two million years (<xref ref-type="bibr" rid="B29">de Vernal et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B92">Matthiessen et&#xa0;al., 2018</xref>; <xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6</bold></xref>), seems to correspond to the intensification of glaciations (<xref ref-type="bibr" rid="B84">Lisiecki and Raymo, 2005</xref>) and possibly the development of perennial sea-ice cover in the Arctic Ocean (<xref ref-type="bibr" rid="B110">Polyak et&#xa0;al., 2013</xref>). Conversely, some taxa such as the cyst of <italic>Pentapharsodinium dalei</italic> recorded their first occurrence and increase in abundance at high latitudes during the Quaternary (<xref ref-type="fig" rid="f6"><bold>Figures&#xa0;6</bold></xref>, <xref ref-type="fig" rid="f7"><bold>7</bold></xref>), which could also relate to a global cooling trend.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Figure illustrating the taxonomic diversity of dinoflagellate cyst though time. At the scale of the Mesozoic and Cenozoic, the figure is redrafted from <xref ref-type="bibr" rid="B120">Sluijs et&#xa0;al. (2005)</xref>, with the number of species being from <xref ref-type="bibr" rid="B85">MacRae et&#xa0;al. (1996)</xref> and sea level curve from <xref ref-type="bibr" rid="B62">Haq et&#xa0;al. (1987)</xref>. The Oxygen isotopic curve of the Cenozoic and the last 3.5 million years are from <xref ref-type="bibr" rid="B14">Cramer et&#xa0;al. (2009)</xref> and <xref ref-type="bibr" rid="B84">Lisiecki and Raymo (2005)</xref>, respectively. At the scale of the latest Pliocene and Quaternary, the biostratigraphic ranges of a few species typical of the northern North Atlantic is illustrated from <xref ref-type="bibr" rid="B29">de Vernal et&#xa0;al. (1992)</xref>, <xref ref-type="bibr" rid="B18">De Schepper et&#xa0;al. (2017)</xref> and <xref ref-type="bibr" rid="B4">Aubry et&#xa0;al. (2020)</xref>.</p>
</caption>
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</fig>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Percentages of the main dinocyst taxa in the sedimentary sequence spanning the last 800,000 years at the Ocean Drilling Programme (ODP) 646. Dinoflagellate cysts data are from <xref ref-type="bibr" rid="B30">de Vernal and Mudie (1992)</xref> and the isotope stratigraphy from <xref ref-type="bibr" rid="B1">Aksu et&#xa0;al. (1989)</xref>.</p>
</caption>
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</fig>
<p>At the scale of the Quaternary, marked by the alternation of glacial and interglacial stages, with global sea-level changes ranging up to 140 meters (<xref ref-type="bibr" rid="B84">Lisiecki and Raymo, 2005</xref>; <xref ref-type="bibr" rid="B78">Lambeck et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B38">Dutton et&#xa0;al., 2015</xref>), dinoflagellate cysts were used as ecostratigraphic markers. A few studies from the Northern North Atlantic document changes over several glacial to interglacial cycles (<xref ref-type="bibr" rid="B30">de Vernal and Mudie, 1992</xref>; <xref ref-type="bibr" rid="B44">Eynaud, 1999</xref>). Among those, the analysis of an 800,000-year long sequence at the Ocean Drilling Site (ODP) 646 in the northwest North Atlantic (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>), shows large variations following the pacing of glacial-interglacial cycles. High concentrations, thus cyst fluxes, characterized the interglacial stages while changes in assemblages point to variations of temperatures from cool to temperate.</p>
<p>Among phototrophic taxa, the cosmopolitan species <italic>Nematosphaeropsis labyrinthus</italic> and <italic>Operculodinium centrocarpum</italic> are abundant and the accompanying taxa having affinities for more distinct environments illustrate important changes. For example, <italic>Spiniferites mirabilis</italic>, a taxon presently characteristic of warm temperate conditions (<xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8A</bold></xref>, <xref ref-type="bibr" rid="B24">de Vernal et&#xa0;al., 2018</xref>), recorded a small peak at ODP Site 646 during the last interglacial (marine isotope stage -MIS- 5e). It recorded maximum occurrences in MIS 5e sediments of several sites of the northern North Atlantic and Nordic Seas (<xref ref-type="bibr" rid="B106">Penaud et&#xa0;al., 2008</xref>), pointing to the spreading of warm temperate waters in the northern North Atlantic (<xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8B</bold></xref>). Another example is provided by the distribution of <italic>Bitectatodinium tepikiense</italic>, which presently characterizes the margin of southeastern Canada where low sea-surface salinity results in strong stratification, low thermal inertia and large contrasts of temperatures from freezing winters to warm summers (<xref ref-type="bibr" rid="B23">de Vernal et&#xa0;al., 2005</xref>, <xref ref-type="bibr" rid="B31">2020</xref>; <xref ref-type="fig" rid="f9"><bold>Figure&#xa0;9A</bold></xref>). This taxon invaded the North Atlantic episodically, indicating episodes of large meltwater-freshwater discharges, notably during the last ice age (cf. <xref ref-type="bibr" rid="B23">de Vernal et&#xa0;al., 2005</xref>; <xref ref-type="fig" rid="f9"><bold>Figure&#xa0;9B</bold></xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p><bold>(A)</bold> Percentages of <italic>Spiniferites mirabilis</italic> in dinoflagellate cyst assemblages of surface sediment as reported in the updated n=1968 database (<xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al., 2020</xref>); <bold>(B)</bold> percentages of <italic>Spiniferites mirabilis</italic> in assemblages of the last interglacial (marine isotope 5e). Data are from <xref ref-type="bibr" rid="B26">de Vernal and Hillaire-Marcel (2008)</xref>, (<xref ref-type="bibr" rid="B131">Van Nieuwenhove et&#xa0;al., 2008</xref>, <xref ref-type="bibr" rid="B130">2011</xref>, <xref ref-type="bibr" rid="B129">2013</xref>), <xref ref-type="bibr" rid="B128">Van Nieuwenhove and Bauch (2008)</xref>, <xref ref-type="bibr" rid="B44">Eynaud (1999)</xref>, Eynaud et&#xa0;al (<xref ref-type="bibr" rid="B47">Eynaud et&#xa0;al., 2000</xref>, <xref ref-type="bibr" rid="B46">2004</xref>), <xref ref-type="bibr" rid="B91">Matthiessen et&#xa0;al. (2001)</xref>; <xref ref-type="bibr" rid="B106">Penaud et&#xa0;al. (2008)</xref>. Photos is courtesy of Andr&#xe9; Rochon, scale bar is 10 &#xb5;m.</p>
</caption>
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</fig>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p><bold>(A)</bold> Percentages of <italic>Bitectatodinium tepikiense</italic> in dinoflagellate cyst assemblages of surface sediment as reported in the updated n=1968 database (<xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al., 2020</xref>); <bold>(B)</bold> percentages of <italic>Bitectatodinium tepikiense</italic> in assemblages of the Last Glacial Maximum. Data from <xref ref-type="bibr" rid="B23">de Vernal et&#xa0;al. (2005)</xref>. Scale bar is 10 &#xb5;m.</p>
</caption>
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</fig>
<p>In general, phototrophic taxa appear dominant during interglacial stages while heterotrophic taxa often characterize glacial intervals. In the northern North Atlantic, the dominance of heterotrophic taxa is common along continental margins marked by sea ice spreading during glacial times (<xref ref-type="fig" rid="f10"><bold>Figure&#xa0;10A</bold></xref>). A high proportion of heterotrophic taxa, low species diversity, and common occurrence of <italic>Islandinium minutum</italic> (<xref ref-type="fig" rid="f10"><bold>Figure&#xa0;10B</bold></xref>) are typical features of seasonal sea ice environments (<xref ref-type="bibr" rid="B25">de Vernal et&#xa0;al., 2001</xref>, <xref ref-type="bibr" rid="B32">2013b</xref>, <xref ref-type="bibr" rid="B31">2020</xref>). This could be related to primary productivity dominated by diatoms, which have the particularity to make blooms at the sea-ice edges, thus being more competitive than phototrophic dinoflagellates but providing food for heterotrophic taxa (e.g. <xref ref-type="bibr" rid="B61">Hamel et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B112">Radi and de Vernal, 2008</xref>).</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p><bold>(A)</bold> Distribution of percentages of heterotrophic taxa in surface sediment assemblages; <bold>(B)</bold> Distribution of percentages of <italic>Islandinium minutum</italic> in surface sediment assemblages. Dinoflagellate cyst data from the updated n=1968 database (<xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al., 2020</xref>). Maximum sea-ice (black dotted line) was drawn based on the compiled average position in March (1981&#x2013;2010) after the National Snow and Ice Data Center (NSDC) online data.</p>
</caption>
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</fig>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Quantifying ocean changes from dinoflagellate cyst assemblages</title>
<p>Quantitative interpretations using transfer functions or analogue methods require standardised databases. The uniformization of the laboratory procedures and dinoflagellate cyst taxonomy undertaken permitted the development of a modern database of the Northern Hemisphere that was regularly updated since the 1990s (<xref ref-type="bibr" rid="B34">de Vernal et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B116">Rochon et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B25">de Vernal et&#xa0;al., 2001</xref>, <xref ref-type="bibr" rid="B27">2013a</xref>, <xref ref-type="bibr" rid="B31">2020</xref>). The last update includes 1968 sites and 71 taxa (<xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B133">Van Nieuvenhowe et&#xa0;al., 2020b</xref>). Before making reconstructions, it was necessary to demonstrate the linkages between the assemblages and the parameters to estimate. The standardized database was thus analysed through multivariate techniques such as canonical correspondence analyses (cf. <xref ref-type="bibr" rid="B122">Ter Braak and Smilauer, 1998</xref>) to evaluate the strength of the relationships between dinoflagellate cyst assemblages and sea-surface parameters including seasonal temperature, salinity, sea-ice cover and primary productivity. All trials demonstrated that temperature is a determinant parameter but that other parameters are important, including salinity, seasonality and productivity (e.g. <xref ref-type="bibr" rid="B112">Radi and de Vernal, 2008</xref>; <xref ref-type="bibr" rid="B6">Bonnet et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B27">de Vernal et&#xa0;al., 2013a</xref>, <xref ref-type="bibr" rid="B31">2020</xref>; <xref ref-type="bibr" rid="B75">Hohmann et&#xa0;al., 2023</xref>). They further show that the strength of the relationship between the assemblage and given parameters may vary depending on the ocean basin, where the range of different ocean parameters may differ. In the Pacific Ocean, for example, temperature and productivity were revealed to be the most determinant parameters, while in the North Atlantic, temperature and salinity in addition to sea-ice cover explain most of the variance in assemblages (cf. <xref ref-type="bibr" rid="B112">Radi and de Vernal, 2008</xref>). On these grounds, different methods of reconstruction were attempted, including the analogue techniques, and calibration techniques such as the artificial neural network and the weighted average partial-least square (<xref ref-type="bibr" rid="B116">Rochon et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B109">Peyron and de Vernal, 2001</xref>; <xref ref-type="bibr" rid="B6">Bonnet et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B75">Hohmann et&#xa0;al., 2023</xref>). Validation tests on modern samples have shown good results with all approaches. Low prediction errors could be obtained from the application of calibration techniques on regional data sets. However, when dealing with fossil assemblages, one cannot assume that the modern conditions at the regional scale comprise all past situations. For this reason, the use of modern analogue techniques with databases as large as possible was generally prioritized for palaeo-reconstruction (see <xref ref-type="bibr" rid="B6">Bonnet et&#xa0;al., 2010</xref>). Reconstructions from dinoflagellate cyst assemblages in the subpolar North Atlantic have indeed shown extra-regional analogues for late Quaternary samples (e.g. <xref ref-type="bibr" rid="B2">Allan et&#xa0;al., 2018</xref>). Moreover, the analogue techniques also identify non-analogue or poor-analogue situations leading to the assessment of the reliability of reconstruction and discarding results when representative analogues are missing.</p>
<p>Three examples of time series illustrating the reconstructions of sea-surface conditions across the North Atlantic cover from the last glacial maximum to the late Holocene are presented here (<xref ref-type="fig" rid="f11"><bold>Figure&#xa0;11</bold></xref>). The example from the Labrador Sea (core HU91&#x2013;045-094), off southeastern Canada, shows large amplitude changes from glacial to interglacial, with generally dominant heterotrophic taxa and common occurrence of <italic>Islandinium minutum</italic> during glacial time, pointing to seasonal sea-ice cover. The assemblages of the postglacial sediments are dominated by the cosmopolitan phototrophic taxa <italic>Operculodinium centrocarpum</italic> and <italic>Nematosphaeropsis labyrinthus</italic>, and the interval from 11,700 to&#xa0;~7000 years BP marks the transition with decreasing percentages of heterotrophic taxa. It is also characterized by maximum occurrences of <italic>Bitectatodinium tepikiense</italic> and <italic>Impagidinium sphaericum</italic>, thus showing both warm and cold conditions. The reconstructions indicate indeed a large seasonal contrast of temperature with optimum conditions in summer and cold winter in a context of strongly stratified surface waters due to low salinity because of meltwater discharge during ice retreat. The record demonstrates that dinoflagellate cyst assemblages permit to disentangling of winter and summer temperatures, and temperature and salinity. In the example of the core from the Labrador Sea, the simultaneous reconstruction of several ocean parameters is possible because the modern analogues comprise the combination of high-low temperatures under variable salinities in addition to a wide range of seasonal contrasts of temperature (<xref ref-type="bibr" rid="B23">de Vernal et&#xa0;al., 2005</xref>, <xref ref-type="bibr" rid="B31">2020</xref>).</p>
<fig id="f11" position="float">
<label>Figure&#xa0;11</label>
<caption>
<p>Percentage diagram of selected indicator taxa in sediment encompassing the last 25,000 years in cores MD95&#x2013;2002 (<xref ref-type="bibr" rid="B44">Eynaud, 1999</xref>; <xref ref-type="bibr" rid="B148">Zumaque et&#xa0;al., 2017</xref>), MSM5&#x2013;712 (<xref ref-type="bibr" rid="B48">Falardeau et&#xa0;al., 2018</xref>) and HU91&#x2013;045-094 (<xref ref-type="bibr" rid="B28">de Vernal et&#xa0;al., 2000</xref>) from the northern North Atlantic. The histograms are in green and brown for phototrophic and heterotrophic taxa respectively. The reconstructions were made from the modern analogue technique using the n=1968 database (<xref ref-type="bibr" rid="B31">de Vernal et&#xa0;al., 2020</xref>). The cold pulses of the Younger Dryas (YD) and Heinrich Stadial 1 (HS1) are shown by gray bands.</p>
</caption>
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</fig>
<p>In a polar context, the record from the Svalbard margins (core MSM5/5&#x2013;712-2; <xref ref-type="bibr" rid="B48">Falardeau et&#xa0;al., 2018</xref>; <xref ref-type="fig" rid="f11"><bold>Figure&#xa0;11</bold></xref>) in the axis of the North Atlantic Current flowing northward into the Arctic Ocean illustrates also the transition from glacial to interglacial conditions. The Last Glacial Maximum was characterised by <italic>Bitectatodinium tepikiense</italic> (see <xref ref-type="fig" rid="f9"><bold>Figure&#xa0;9B</bold></xref>) pointing to a warm summer but cold winter, and the Heinrich events were characterised by dominant heterotrophic taxa, leading to reconstructed cold conditions. The transition of the early postglacial, from ~12,000 to 7500 years BP was marked by common <italic>Operculodinium centrocarpum</italic> and <italic>Nematosphaeropsis labyrinthus</italic> and occurrences of both cold water (<italic>Islandinium minutum</italic>) and warm water taxa (<italic>Spiniferites mirabilis</italic>, <italic>Impagidinium sphaericum</italic>), which permitted to reconstructed strong seasonal contrasts of temperatures in a context of low salinity (<xref ref-type="bibr" rid="B48">Falardeau et&#xa0;al., 2018</xref>). This example also illustrates large amplitude changes from glacial to interglacial and shows the decoupling of temperatures and salinity.</p>
<p>In a middle latitude context, the data from the western European margins (Core MD95&#x2013;2002; <xref ref-type="bibr" rid="B44">Eynaud, 1999</xref>; <xref ref-type="bibr" rid="B148">Zumaque et&#xa0;al., 2017</xref>; <xref ref-type="fig" rid="f11"><bold>Figure&#xa0;11</bold></xref>) illustrate high diversity in dinoflagellate cyst assemblages and large changes from glacial to interglacial, but also within the last ice age, which was marked by the succession of dominant heterotrophic taxa and <italic>Bitectatodinium tepikiense</italic> or <italic>Operculodinium centrocarpum</italic>, indicating large variations of salinity and cold pulses with some winter sea-ice cover spreading (<xref ref-type="bibr" rid="B45">Eynaud et&#xa0;al., 2012</xref>). At this site, the postglacial interval is marked by abundant <italic>Spiniferites mirabilis</italic> and <italic>Impagidinium sphaericum</italic> that illustrate warm temperate conditions (<xref ref-type="bibr" rid="B148">Zumaque et&#xa0;al., 2017</xref>). The data led to the reconstruction of a mid-Holocene thermal optimum ending around 5000 years BP as at many other North Atlantic sites (<xref ref-type="bibr" rid="B76">Kaufman et&#xa0;al., 2020</xref>), but the particularity of the dinoflagellate cyst record is to evidence seasonal contrast, with summer warmth without winter optimum.</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Palaeo intertropical environments and Southern Hemisphere</title>
<p>Among sea-surface conditions that we reconstruct from biogeochemical proxies and microfossil assemblages, palaeoproductivity may be the most challenging one, besides sea-ice cover. Dinocysts have proved to be good indicators of palaeoproductivity, in particular in regions where net primary productivity is possibly the most dominant control on dinoflagellates (see <xref ref-type="bibr" rid="B112">Radi and de Vernal, 2008</xref>; <xref ref-type="bibr" rid="B107">Penaud et&#xa0;al., 2018</xref>). Coastal regions, where important river discharges (or plumes) occur, are usually characterized by rich dinocyst assemblages, with a zonation linked to the presence of nutrients and hydrographic conditions. The Atlantic Ocean contains zones where Chlorophyll-a (reflecting the abundance of phytoplankton) is highly abundant, mostly along coastal regions where eastern boundary currents occur (<xref ref-type="fig" rid="f12"><bold>Figure&#xa0;12A</bold></xref>). The West African coastline has several sectors with permanent upwelling systems (Canary Current, Benguela Current). The equatorial region has also upwellings linked to the latitudinal movement of the Intertropical Convergence Zone (ITCZ). In the eastern equatorial Atlantic Ocean, major rivers (Congo, Niger) bring in the marine environment freshwater and nutrients, affecting coastal waters up to a certain distance from the shore. The Congo River discharge is known to create the phenomenon of river-induced upwelling, bringing up to the surface nutrients (e.g., <xref ref-type="bibr" rid="B11">Cad&#xe9;e, 1978</xref>; <xref ref-type="bibr" rid="B39">Eisma and Van Bennekom, 1978</xref>).</p>
<fig id="f12" position="float">
<label>Figure&#xa0;12</label>
<caption>
<p><bold>(A)</bold> Global distribution of ocean Chlorophyll-a (change in mass concentration over time) (DOI (product): <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.48670/moi-00230">https://doi.org/10.48670/moi-00230</ext-link>); location of dinoflagellate cyst assemblages in surface sediments (from <xref ref-type="bibr" rid="B63">Hardy et&#xa0;al., 2018</xref>); position of the Intertropical Convergence Zone; location of cores cited in the text and <xref ref-type="fig" rid="f13"><bold>Figure&#xa0;13</bold></xref> [1: core GeoB9508&#x2013;5 (<xref ref-type="bibr" rid="B7">Bouimetarhan et&#xa0;al., 2013</xref>); 2: core GeoB4905&#x2013;4 (<xref ref-type="bibr" rid="B88">Marret et&#xa0;al., 2013</xref>); 3: core KZAI-01 (<xref ref-type="bibr" rid="B64">Hardy et&#xa0;al., 2016</xref>); 4: Core GeoB1008&#x2013;3 (<xref ref-type="bibr" rid="B37">Dupont et&#xa0;al., 1999</xref>); 5: Core GeoB3202&#x2013;1 (<xref ref-type="bibr" rid="B57">Gu et&#xa0;al., 2020</xref>); 6: Core GeoB2107&#x2013;3 (<xref ref-type="bibr" rid="B58">Gu et&#xa0;al., 2017</xref>)]. <bold>(B)</bold> Canonical correspondence analysis on the 164 assemblages from <xref ref-type="bibr" rid="B63">Hardy et&#xa0;al. (2018)</xref> with position of the controlling factors (Annual Sea-Surface Salinity, Annual Sea-Surface Temperature and Net Primary Productivity (NPP) (see <xref ref-type="bibr" rid="B63">Hardy et&#xa0;al., 2018</xref>). Symbols are allocated to assemblages in relation to the oceanographic conditions at their location. <bold>(C)</bold> Canonical correspondence analysis on the taxa occurring in the 164 assemblages, with phototrophic taxa in green and heterotrophic taxa in brown (adapted from <xref ref-type="bibr" rid="B63">Hardy et&#xa0;al., 2018</xref>), and delimited by four quarters by dotted lines. Variances in % are indicated between brackets. CCA was run on percentage data of the 164 assemblages.</p>
</caption>
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</fig>
<p>A regional database of dinoflagellate cyst assemblages was reviewed in <xref ref-type="bibr" rid="B63">Hardy et&#xa0;al. (2018)</xref>, evaluating their potential to reconstruct sea-surface conditions, in particular past productivity. Of the 237 sites that were selected, 164 were retained as they could be related to pre-industrial conditions for productivity (using Vertically Generalised Production Model, VGPM) and SST. In this study, two NPP models were used, the VGPM and the Eppley-VGPM ones, where the Eppley-VGPM tends to give higher NPP values when SSTs are high. The statistical analysis (CCA) performed on these 164 assemblages (<xref ref-type="fig" rid="f12"><bold>Figure&#xa0;12B</bold></xref>) shows a clustering of assemblages that more or less identifies the different regimes of oceanographical conditions. A canonical correspondence analysis carried out on the taxa occurring in the 164 assemblages shows that taxa are ordinated along three dominant directions (<xref ref-type="fig" rid="f12"><bold>Figure&#xa0;12C</bold></xref>), which strongly suggests that the species are predominantly controlled by SST and productivity, even though the two NPP vectors have a different direction. Taxa in the upper right quarter are usually found in open ocean and western boundary current systems. Taxa in the bottom left quarter usually respond to warmer temperatures compared to the taxa in the bottom right quarter. Most of the heterotrophic taxa are ordinated closely to both NPP vectors.</p>
<p>This situation is similar back in time. Despite rare organic-walled dinoflagellate cyst records in this region, contrasting data highlight the complex response of dinoflagellate cysts to environmental changes. Selected records covering the last 25,000 years, with robust age models, show that the eastern side of the tropical Atlantic Ocean was mostly dominated by heterotrophic taxa, notably <italic>Brigantedinium</italic> spp., during the last glaciation, and that the Holocene is characterised by a dominance of phototrophic taxa, mainly <italic>O. centrocarpum</italic> and some <italic>Spiniferites</italic> species (<xref ref-type="fig" rid="f13"><bold>Figure&#xa0;13</bold></xref>). Heterotrophic taxa also captured the latitudinal migration of the ITCZ, in particular near the deltas of large rivers (e.g., <xref ref-type="bibr" rid="B88">Marret et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B63">Hardy et&#xa0;al., 2018</xref>). In the western side of the tropical Atlantic Ocean, the records show the dominance of phototrophic taxa, essentially <italic>O. centrocarpum</italic>, with very little change between glacial and interglacial conditions.</p>
<fig id="f13" position="float">
<label>Figure&#xa0;13</label>
<caption>
<p>Selected cores in the tropical regions of the Atlantic Ocean, covering the last 25,000 years, with percentages of dominant dinoflagellate cysts (see caption in <xref ref-type="fig" rid="f12"><bold>Figure&#xa0;12</bold></xref> for details about cores). LGM, Last Glacial Maximum; YD, Younger Dryas.</p>
</caption>
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</fig>
<p>Further south, very few Quaternary records are available, but they all show a dominance of heterotrophic taxa during glacial marine isotopic stages, notably the MIS2; they also have demonstrated strong potential to trace latitudinal movements of the different fronts (e.g., <xref ref-type="bibr" rid="B42">Esper and Zonneveld, 2007</xref>). Off the southwest African coast, ODP Site 1087 integrates signal of Agulhas leakages over the last 500,000 years based on biogeochemical and microfossil proxies; dinoflagellate cysts were used to reconstruct sea-surface temperature, showing a good agreement with alkenone-based SSTs (<xref ref-type="bibr" rid="B108">Petrick et&#xa0;al., 2015</xref>). These few studies provide evidence that dinoflagellate cysts can be used to reconstruct complex oceanographic changes over the Quaternary.</p>
</sec>
<sec id="s6">
<label>6</label>
<title>Environmental issues and dinoflagellates</title>
<p>Some dinoflagellates are notoriously known for lethal toxin production (e.g., <italic>Alexandrium</italic> sp.); others are red-tide producers, and while not being lethal, can severely affect aquatic ecosystems through the process of eutrophication (e.g., <xref ref-type="bibr" rid="B3">Anderson, 2019</xref>). Global monitoring shows that most coastal regions are now affected by HABs (either red tide or toxicity, or both) (<ext-link ext-link-type="uri" xlink:href="https://data.hais.ioc-unesco.org/">https://data.hais.ioc-unesco.org/</ext-link>); that was not the case half a century ago where fewer events were reported or recorded. Causes of such widespread phenomenon are, among others, related to increased agricultural activities, with the release of nutrients (N and P), favouring algal blooms. Transport of organisms in ship ballast waters has also been a contributor. Recent studies have been linking changes in climatic conditions to phytoplankton communities (e.g., <xref ref-type="bibr" rid="B74">Hinners et&#xa0;al., 2019</xref>). Therefore, it was very tempting to trace back in time the occurrence of species related to eutrophication to better understand the mechanisms behind their distribution. The Gulf of Mexico is an exemplary case study where the clear relationship between the abundance of specific cyst taxa (mostly heterotrophic species) and nutrient enrichments due to the use of agricultural fertiliser has been established (<xref ref-type="bibr" rid="B111">Price et&#xa0;al., 2018</xref>). Of the known species producing toxins or red-tides, very few produce a cyst that can preserve well in sediments (see <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>, thecate species in bold). Cysts of <italic>Alexandrium</italic> sp. are often observed in recent sediments and up to a few hundred years but do not seem to be preserved beyond that (e.g., <xref ref-type="bibr" rid="B70">Head et&#xa0;al., 2006</xref>). It was debated that these cysts may have been confused with the ones produced by the calcareous dinoflagellate species, <italic>Scrippsiella trifida</italic>. <xref ref-type="bibr" rid="B100">Mudie et&#xa0;al. (2002)</xref> reported sporadic presence of <italic>Alexandrium</italic> cysts off Newfoundland during the Holocene period, their abundance linked to warming SST. However, <xref ref-type="bibr" rid="B70">Head et&#xa0;al. (2006)</xref> demonstrated that these cysts were produced by <italic>S. trifida</italic>. Nevertheless, other species, which produced resistant cysts, have shown high abundance during warm episodes (<italic>L. machaerophorum</italic> during the Holocene in the NW Atlantic Ocean, <xref ref-type="bibr" rid="B100">Mudie et&#xa0;al. (2002)</xref>; <italic>Polysphaeridium zoharyi</italic> during the Middle Eocene Climatic Optimum warming in east equatorial Atlantic, <xref ref-type="bibr" rid="B15">Cramwinckel et&#xa0;al., 2019</xref>).</p>
<p>Fjords have been particularly scrutinised, due to their propensity of becoming eutrophic in recent times. <xref ref-type="bibr" rid="B16">Dale et&#xa0;al. (1999)</xref> introduced the concept of using abundance of dinoflagellate cysts as &#x201c;indicators of cultural eutrophication&#x201d;. <italic>L.&#xa0;machaerophorum</italic>, a species occurring worldwide, with a large tolerance to salinity and temperature, has seen their abundance largely increase when additional nutrients entered the waters of the inner basin of the studied fjord (Oslofjord, Norway). Not far from this site, another record from Gullmar Fjord (Sweden) highlights a more complex story, with no strong evidence of the abundance of <italic>L.&#xa0;machaerophorum</italic> being related to nutrient enrichments (<xref ref-type="bibr" rid="B66">Harland et&#xa0;al., 2006</xref>).</p>
<p>Our increasing knowledge of the ecology of dinoflagellate cyst species and their biogeographical distribution highlights that their past occurrence reflects a complex history of oceanographic changes, in particular for more recent times where human activities had a profound impact on coastal ecosystems. However, it is possible to use past assemblages during interglacial periods to obtain an insight into environmental conditions in a warmer world.</p>
</sec>
<sec id="s7">
<label>7</label>
<title>Closing remarks and perspectives</title>
<p>Compared to other microfossils, dinoflagellate cysts are very particular palaeoecological-palaeoceanographical indicators as summarized in a few points below.</p>
<list list-type="simple">
<list-item>
<p>(1) They are organic-walled biogenic indicators of productivity in the photic zone that are usually well preserved in marine sediments unlike those formed of opal silica and calcium carbonate, such as diatoms and coccoliths respectively, that may dissolve when there is undersaturation of silica and carbonate in the water column. From this viewpoint, dinoflagellate cysts are useful and complementary proxies of primary productivity, providing there is no oxidation of organic matter.</p>
</list-item>
<list-item>
<p>(2) The fossilisable cysts of dinoflagellates are mostly abundant in neritic areas and along continental margins and rare in distal offshore settings, possibly because they constitute the benthic stage of hypnozygotes with only a few taxa having the ability for dispersal over long distances in surface waters of the deep ocean. Among those, <italic>Impagidinium</italic> species stand out in addition to the cosmopolitan taxa <italic>Operculodinium centrocarpum</italic> and <italic>Nematosphaeropsis labyrinthus.</italic>
</p>
</list-item>
<list-item>
<p>(3) Dinoflagellates include taxa with a wide range of trophic behaviors, phototrophic, heterotrophic and mixotrophic, notably. While phototrophic taxa usually dominate in oceanic settings, heterotrophic ones are often abundant in nearshore areas, and also along the sea-ice edges and the upwelling zones, where diatom blooms dominate the primary production and sustain the development of heterotrophic dinoflagellates. Hence, dinoflagellate cysts offer a holistic view of productivity, beyond what is strictly related to primary production.</p>
</list-item>
<list-item>
<p>(4) Cyst-forming dinoflagellate occur from the equator to the Arctic and Antarctic, where they form assemblages typical of sea-ice environments, often dominated by heterotrophic taxa. Hence, they are useful for making inferences about sea-surface temperature, from tropical to freezing.</p>
</list-item>
<list-item>
<p>(5) Dinoflagellate cyst assemblages with different taxonomical compositions encompass low to high-salinity environments, from estuaries to open oceans, which make them one of the rare proxies of salinity. Similarly, because salinity is closely tied to stratification and thermal inertia making large seasonal contrasts at high latitudes, dinoflagellate cysts also appear to be one of the rare indicators of seasonality.</p>
</list-item>
</list>
<p>For all the reasons mentioned above, dinoflagellate cyst assemblages are unique proxies allowing the documenting of past climate and ocean conditions with regard not only to temperature but also considering seasonality, salinity, sea-ice cover, and productivity. However, the taxonomy of dinoflagellate cysts is not necessarily easy, especially when considering the polymorphism of some taxa and the existence of cryptic species. Moreover, the processing of the sediment before microscope observation and the analyses of the dinoflagellate cyst population are time-consuming. As a consequence, the scientific community is currently exploring techniques such as those based on molecular biomarkers and ancient DNA that are less tedious than micropalaeontology to document past dinoflagellate populations and/or species as proxies for key environmental parameters.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>FM: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AV: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors deeply thank their colleagues Francesca Sangiorgi, Julian Hartman, Kenneth Mertens and Andr&#xe9; Rochon for providing dinoflagellate cyst photos to illustrate some of the figures. The authors are very grateful for the constructive comments of two reviewers, helping us to improve our manuscript.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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